Papers Structural Node Embedding
“Structural Node Embedding” 태그가 달린 논문 3편 · 필터 해제
SNoRe: Scalable Unsupervised Learning of Symbolic Node Representations
2020-09-08
· Sebastian Mežnar, Nada Lavrač, Blaž Škrlj
Learning from complex real-life networks is a lively research area, with recent advances in learning information-rich, low-dimensional network node representations. However, state-of-the-art methods are not necessarily i…
Node ClassificationStructural Node EmbeddingRiWalk: Fast Structural Node Embedding via Role Identification
2019-10-15
· Xuewei Ma, Geng Qin, Zhiyang Qiu, Mingxin Zheng 외
Nodes performing different functions in a network have different roles, and these roles can be gleaned from the structure of the network. Learning latent representations for the roles of nodes helps to understand the net…
Feature EngineeringGeneral ClassificationNetwork EmbeddingStructural Node Embedding+1Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification
2019-02-11
· Blaž Škrlj, Jan Kralj, Janez Konc, Marko Robnik-Šikonja 외
Network node embedding is an active research subfield of complex network analysis. This paper contributes a novel approach to learning network node embeddings and direct node classification using a node ranking scheme co…
ClassificationGeneral ClassificationNetwork EmbeddingNode Classification+1
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